Le catalogue réel des outils pour IA

Check whether an LLM model id is deprecated, retiring, or retired, and what to migrate to.

Cross-vendor AI model lifecycle: status, sunset dates, and migration targets, source-cited.

Resolve a federal award and buy bounded USAspending contract lifecycle and end-date evidence.

Prices, context windows, lifecycle and deprecation dates for 270+ AI/LLM models. Daily, no key.

FDA and CMS evidence for AI medical devices: 510(k), postmarket, reimbursement, and compliance.

EOL dates, risk scores, CISA KEV exposure, SBOM audits and edge-device EOS for 500+ products.

Audit B2B SaaS lifecycle emails with the 7-point Decision Friction Model: score, patterns, fixes.

Full-lifecycle bridge structural analysis — modeling, staging, code checks.

PolicyOracle - 12 policy lifecycle tools: drafting, approval, distribution, attestation.

Bookmarks on a decision clock: 24 hours to decide, 30 days to watch, or keep. Never deletes.

Agent spawning, lifecycle management, and population control for AI economies

AI Model Experiments MCP ('Model Lab') — run the same prompts across many

Ship models, build logs, tutorials, galleries, public URLs, and contextual content search.

Accurate API model IDs, pricing, and specs for 46 models across 7 AI providers.

Premium agentic endpoint for default-probability-model-mcp.

61 verified financial models and a household planning engine: 20 MCP tools, 6 keyless, specs cited.

Find open models and get download links with the SHA-256 each file must have.

Premium agentic endpoint for cost-optimal-model-selector-mcp.

Manage FadeHost game servers, Discord bots and VPS: console, stats, backups, logs, lifecycle.

HuggingFace trending models — what's hot now. $0.01/query. Register in-session — free testnet funds.